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Submissions for the Coursera specilization Modern Robotics: Mechanics, Planning, and Control Specialization

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YufengYuan/modern_robotics_specialization

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Here are my assignment submissions for the Coursera specilizationModern Robotics: Mechanics, Planning, and Control Specialization taughy by Prof. Kevin Lynch from Northwestern University.

As per the requirements of Coursera, all the code submissions and quizzes are omitted, and the following robot animations are simulated incoppeliaSim Edu.

Course 6: Mobile Robot Manipulation

Assignment Stage 1: YouBot kinematics simulation with first-order Euler step and odometry

Assignment Stage 2: Reference trajectory generation for the end-effector frame

Stage 3: Feedforward control with Jacobian pseudoinverse to convert twist into control commands

Assignment Stage 4: PI-control and evaluation under different scenarios

Well-tuned BehaviourOvershoot BehaviourDifferent Target Configuration

Course 5: Grasping and Manipulation, Wheeled Mobile Robots

Coding Assignment: Evaluate form closure and force closure with linear programming

Course 4: Motion Planning and Robot Control

Coding Assignment: Sampling-base planner, rapidly exploring random trees(RRT) or probabilistic roadmaps (PRMs)

A* SearchRapidly Exploring Random Trees

Course 3: Dynamics of Open-Chain robots and Trajectory Generation

Coding Assignment: Forward dynamics simulation for UR5 robots (Friction is not considered)

Falling from Zero ConfiguraitonFalling from Different Configuration

Course 2: Forward kinematics, velocity kinematics, and inverse kinematics

Coding Assignment: Newton-Raphson inverse kinematics for the UR5 robot.

Newton-Raphson IterationsAchieved Configurations

Course 1: Configuration space and Rigid-body motions

Coding Assignment: Visualize the configuration of the robot's end-effector in$T(\theta)\in SE(3)$ with given joint positions$\theta$.

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